requirement_summary has 240 (1.06%) missing values
Missing
benefit_summary has 491 (2.18%) missing values
Missing
user_keywords has 12630 (56.0%) missing values
Missing
industry has 22553 (100.0%) missing values
Missing
job_id is skewed
Skewed
experience is skewed
Skewed
title has a high cardinality: 16347 distinct values
High Cardinality
description has a high cardinality: 20587 distinct values
High Cardinality
requirement_summary has a high cardinality: 17333 distinct values
High Cardinality
benefit_summary has a high cardinality: 10619 distinct values
High Cardinality
user_keywords has a high cardinality: 8058 distinct values
High Cardinality
soft_skills has a high cardinality: 13918 distinct values
High Cardinality
technical_skills has a high cardinality: 19966 distinct values
High Cardinality
industry has all distinct values
Unique
1
2
Variables
job_id
numerical
Approximate Distinct Count
22553
Approximate Unique (%)
100.0%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
352.4 KB
Mean
11276
Minimum
0
Maximum
22552
Zeros
1
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
job_id is uniformly distributed
Quantile Statistics
Minimum
0
5-th Percentile
1014.84
Q1
5525.24
Median
11163.24
Q3
16801.75
95-th Percentile
21311.75
Maximum
22552
Range
22552
IQR
11276.51
Descriptive Statistics
Mean
11276
Standard Deviation
6510.6346
Variance
4.2388e+07
Sum
2.5431e+08
Skewness
0
Kurtosis
-1.2
Coefficient of Variation
0.5774
job_id is not normally distributed (p-value 5.684397892719414e-15)
account_id
numerical
Approximate Distinct Count
3274
Approximate Unique (%)
14.5%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
352.4 KB
Mean
1642.2143
Minimum
0
Maximum
3304
Zeros
2
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
account_id is skewed right (γ1 = 0.0227)
Quantile Statistics
Minimum
0
5-th Percentile
164
Q1
804
Median
1645
Q3
2500
95-th Percentile
3154
Maximum
3304
Range
3304
IQR
1696
Descriptive Statistics
Mean
1642.2143
Standard Deviation
971.1031
Variance
943041.2309
Sum
3.7037e+07
Skewness
0.02273
Kurtosis
-1.2454
Coefficient of Variation
0.5913
title
categorical
Approximate Distinct Count
16347
Approximate Unique (%)
72.5%
Missing
0
Missing (%)
0.0%
Memory Size
2.1 MB
Length
Mean
31.0606
Standard Deviation
13.8464
Median
28
Minimum
3
Maximum
117
Sample
1st row
Project Coordinato...
2nd row
Supply Chain Speci...
3rd row
Food and Beverage ...
4th row
Quality Assurance ...
5th row
People Operations ...
Letter
Count
601183
Lowercase Letter
508528
Space Separator
70128
Uppercase Letter
92655
Dash Punctuation
6759
Decimal Number
7625
title contains many words: 6348 words
The largest value (manager) is over 2.11 times larger than the second
largest value (engineer)
description
categorical
Approximate Distinct Count
20587
Approximate Unique (%)
91.3%
Missing
2
Missing (%)
0.0%
Memory Size
133.0 MB
The largest value (<p><img title="Contact Center Specialist At-Home" alt="" src="https://workablehr.s3.amazonaws.com/uploads/photos/21009/1da096cadcd79715f83334af9180859f.jpg" style="display: block; margin: auto;"></p><p><br></p><p>Anomaly Squared is growing again and if you’re looking to join a fun, laid back environment that provides opportunities for personal and professional growth, please consider applying. A² is an innovative customer contact center that offers a launching point for all employees to advance on their career path, either within the company walls, or elsewhere in the future.</p><p><br></p><p><strong>Position Description:</strong></p><p>We are seeking <strong>At-Home</strong> Contact Center Specialists. You would be responsible for qualifying callers for programs, products or services that our clients offer through outbound and inbound calls. We work with some of the best and most recognized companies in their industries, so professionalism and excellent communication skills are a must! Full-time hours with an option for part-time. </p><p>Benefits of this position include personal development such as:</p><p>• Building confidence</p><p>• Gaining and improving communication skills</p><p>• Learning to overcome objections</p><p><br></p><p><strong>Wage</strong></p><p>$10.00 per hour with semi-annual reviews</p>) is over 1.94 times larger than the second
largest value (<p>LabCorp Employer Services is a leading provider of biometric testing services, population health and comprehensive workforce wellness strategies. These services are performed by a network of LabCorp Employer Services personnel located throughout the country.</p><p>LabCorp Employer Services is seeking medical professionals to provide testing services at events. Once hired, our staff have the ability to assign themselves to events in their area by utilizing our scheduling system. In addition, we provide pre-event comprehensive training on LES protocols.</p><p>Testing services include biometric screenings, COVID-19 PCR testing, COVID-19 point of care antigen testing, and temperature checks. Our staff are responsible for the successful setup, execution, and breakdown of events while providing exceptional customer service to participants. </p><p><strong>TO APPLY CLICK ON THE LINK BELOW:</strong></p><p><a href="https://www.shiftboard.com/LabCorpEmployerServices/register.html" rel="nofollow noreferrer noopener" class="external">https://www.shiftboard.com/LabCorpEmployerServices/register.html</a></p><p><strong>TO BE CONSIDERED FOR THIS ROLE YOU MUST COMPLETE AN APPLICATION ON OUR WEBSITE!</strong><br></p>)
Length
Mean
2353.973
Standard Deviation
1480.1524
Median
2097
Minimum
0
Maximum
20637
Sample
1st row
...
2nd row
Droplette is re...
3rd row
Fotogra...
4th row
Acolad ...
5th row
The People Oper...
Letter
Count
41974958
Lowercase Letter
40593326
Space Separator
7323874
Uppercase Letter
1381632
Dash Punctuation
124405
Decimal Number
173872
description contains many words: 129801 words
requirement_summary
categorical
Approximate Distinct Count
17333
Approximate Unique (%)
77.7%
Missing
240
Missing (%)
1.1%
Memory Size
52.2 MB
The largest value () is over 19.17 times larger than the second
largest value (<ul> <li>High School Diploma or GED is required</li> <li>Great Verbal and Written Communication Skills</li> <li>Working Knowledge of Windows Based Operating Systems including Google Chrome</li> <li>Can Demonstrate Product Knowledge Once Nesting Period is Complete</li> <li>Ability to Adapt in a Fast Changing Environment</li> <li>Own a computer at home</li> <li>Internet access</li> </ul><p><strong>NOTE:</strong> We are accepting online applications only. Unfortunately, there is no time available to handle additional phone call inquiry's for the limited number of spaces we have open.</p>)
Length
Mean
1094.2062
Standard Deviation
962.5506
Median
901.5
Minimum
0
Maximum
10930
Sample
1st row
2nd row
3rd row
An averag...
4th row
Universit...
5th row
The ideal...
Letter
Count
18968794
Lowercase Letter
18254574
Space Separator
3244749
Uppercase Letter
714220
Dash Punctuation
54347
Decimal Number
67252
requirement_summary contains many words: 73242 words
benefit_summary
categorical
Approximate Distinct Count
10619
Approximate Unique (%)
48.1%
Missing
491
Missing (%)
2.2%
Memory Size
28.9 MB
The largest value () is over 23.14 times larger than the second
largest value (<p><i>Anomaly Squared is an AA/EEO employer. PTO and Healthcare benefits are available for qualifying employees. Please go to </i><a href="http://www.anomalysquared.com/" rel="nofollow noreferrer noopener" class="external"></a><i><a href="http://www.AnomalySquared.com" rel="nofollow noreferrer noopener" class="external">www.AnomalySquared.com</a></i><i> to learn more about our growing company!</i></p>)
Length
Mean
635.7125
Standard Deviation
714.0978
Median
432
Minimum
0
Maximum
8298
Sample
1st row
2nd row
We are committe...
3rd row
Health Ca...
4th row
Amplexor offers...
5th row
In return, we c...
Letter
Count
10675335
Lowercase Letter
10193847
Space Separator
1843906
Uppercase Letter
481488
Dash Punctuation
35667
Decimal Number
138449
benefit_summary contains many words: 33258 words
created_at
datetime
Distinct Count
22467.364
Approximate Unique (%)
99.6%
Missing
0
Missing (%)
0.0%
Memory Size
176.4 KB
Minimum
2021-08-01 00:23:57.429967
Maximum
2021-12-31 23:33:53.796760
user_keywords
categorical
Approximate Distinct Count
8058
Approximate Unique (%)
81.2%
Missing
12630
Missing (%)
56.0%
Memory Size
1.6 MB
Length
Mean
104.9213
Standard Deviation
92.5201
Median
80
Minimum
6
Maximum
1011
Sample
1st row
['project manageme...
2nd row
['food and beverag...
3rd row
['human resources'...
4th row
['Lab Automation',...
5th row
['javascript', 'us...
Letter
Count
729469
Lowercase Letter
666969
Space Separator
93782
Uppercase Letter
62500
Dash Punctuation
1208
Decimal Number
1764
user_keywords contains many words: 7560 words
The largest value (sales) is over 1.51 times larger than the second
largest value (management)
employment_type
categorical
Approximate Distinct Count
5
Approximate Unique (%)
0.0%
Missing
21
Missing (%)
0.1%
Memory Size
1.6 MB
The largest value (Full-time) is over 18.97 times larger than the second
largest value (Part-time)
Length
Mean
8.9548
Standard Deviation
0.3256
Median
9
Minimum
5
Maximum
9
Sample
1st row
Full-time
2nd row
Full-time
3rd row
Full-time
4th row
Full-time
5th row
Full-time
Letter
Count
180286
Lowercase Letter
157754
Space Separator
0
Uppercase Letter
22532
Dash Punctuation
21484
Decimal Number
0
The top 2 categories (Full-time, Part-time) take over 50.0%
The largest value (fulltime) is over 18.97 times larger than the second
largest value (parttime)
function
categorical
Approximate Distinct Count
37
Approximate Unique (%)
0.2%
Missing
21
Missing (%)
0.1%
Memory Size
1.7 MB
Length
Mean
12.2522
Standard Deviation
5.2709
Median
11
Minimum
5
Maximum
22
Sample
1st row
Project Management
2nd row
Supply Chain
3rd row
Management
4th row
Quality Assurance
5th row
Human Resources
Letter
Count
266076
Lowercase Letter
233554
Space Separator
8804
Uppercase Letter
32522
Dash Punctuation
0
Decimal Number
0
industry
categorical
Approximate Distinct Count
1
Approximate Unique (%)
0.0%
Missing
0
Missing (%)
0.0%
Memory Size
1.5 MB
Length
Mean
3
Standard Deviation
0
Median
3
Minimum
3
Maximum
3
Sample
1st row
nan
2nd row
nan
3rd row
nan
4th row
nan
5th row
nan
Letter
Count
67659
Lowercase Letter
67659
Space Separator
0
Uppercase Letter
0
Dash Punctuation
0
Decimal Number
0
industry has words of constant length
experience
numerical
Approximate Distinct Count
11
Approximate Unique (%)
0.0%
Missing
80
Missing (%)
0.4%
Infinite
0
Infinite (%)
0.0%
Memory Size
351.1 KB
Mean
0.3654
Minimum
0
Maximum
1
Zeros
262
Zeros (%)
1.2%
Negatives
0
Negatives (%)
0.0%
experience is skewed right (γ1 = 0.9035)
Quantile Statistics
Minimum
0
5-th Percentile
0.1
Q1
0.2
Median
0.3
Q3
0.5
95-th Percentile
0.8
Maximum
1
Range
1
IQR
0.3
Descriptive Statistics
Mean
0.3654
Standard Deviation
0.1966
Variance
0.03866
Sum
8211
Skewness
0.9035
Kurtosis
0.9614
Coefficient of Variation
0.5382
experience is not normally distributed (p-value 3.124929078562578e-12)
experience has 194 outliers
education
categorical
Approximate Distinct Count
4
Approximate Unique (%)
0.0%
Missing
21
Missing (%)
0.1%
Memory Size
1.8 MB
The largest value (Bachelor's Degree) is over 2.9 times larger than the second
largest value (High School or equivalent)
Length
Mean
18.8394
Standard Deviation
3.6434
Median
17
Minimum
9
Maximum
25
Sample
1st row
Bachelor's Degree
2nd row
Bachelor's Degree
3rd row
Bachelor's Degree
4th row
Bachelor's Degree
5th row
Bachelor's Degree
Letter
Count
374377
Lowercase Letter
329574
Space Separator
33413
Uppercase Letter
44803
Dash Punctuation
0
Decimal Number
0
The top 2 categories (Bachelor's Degree, High School or equivalent) take over 50.0%
collar_color
categorical
Approximate Distinct Count
2
Approximate Unique (%)
0.0%
Missing
21
Missing (%)
0.1%
Memory Size
1.5 MB
The largest value (White) is over 6.66 times larger than the second
largest value (Blue)
Length
Mean
4.8695
Standard Deviation
0.3369
Median
5
Minimum
4
Maximum
5
Sample
1st row
White
2nd row
White
3rd row
White
4th row
White
5th row
White
Letter
Count
109719
Lowercase Letter
87187
Space Separator
0
Uppercase Letter
22532
Dash Punctuation
0
Decimal Number
0
The top 2 categories (White, Blue) take over 50.0%
The largest value (white) is over 6.66 times larger than the second
largest value (blue)
soft_skills
categorical
Approximate Distinct Count
13918
Approximate Unique (%)
61.8%
Missing
18
Missing (%)
0.1%
Memory Size
3.0 MB
The largest value ([]) is over 4.79 times larger than the second
largest value (['communication'])
Length
Mean
72.4483
Standard Deviation
66.6545
Median
59
Minimum
2
Maximum
623
Sample
1st row
['attention to det...
2nd row
['interdisciplinar...
3rd row
[]
4th row
['problem solving ...
5th row
['self-starter', '...
Letter
Count
1187476
Lowercase Letter
1187476
Space Separator
115947
Uppercase Letter
0
Dash Punctuation
12318
Decimal Number
22
soft_skills contains many words: 2450 words
The largest value (communication) is over 2.2 times larger than the second
largest value (detail)
technical_skills
categorical
Approximate Distinct Count
19966
Approximate Unique (%)
88.6%
Missing
18
Missing (%)
0.1%
Memory Size
6.1 MB
The largest value ([]) is over 5.65 times larger than the second
largest value (['windows based operating systems', 'google chrome'])
Length
Mean
203.4527
Standard Deviation
183.2636
Median
153
Minimum
2
Maximum
1757
Sample
1st row
['publication', 'h...
2nd row
['needle - free pl...
3rd row
['forecasting', 'f...
4th row
['iso 9001', 'six ...
5th row
['hr software', 'h...
Letter
Count
3297396
Lowercase Letter
3297396
Space Separator
452402
Uppercase Letter
0
Dash Punctuation
8479
Decimal Number
12066
technical_skills contains many words: 18129 words
The largest value (management) is over 2.15 times larger than the second
largest value (data)